01_​Simple_​Neural_​Network_​exercise

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Simple Neural Network - exercise

Introduction to Machine Learning Algorithms course - Session 3
Exercise 1
- Train a fully connected neural network
- Apply the trained network to the test set
- Evaluate the mode performance with the Scorer node

URL: Description of the Ames Iowa Housing Data https://rdrr.io/cran/AmesHousing/man/ames_raw.html
URL: Ames Housing Dataset on kaggle https://www.kaggle.com/prevek18/ames-housing-dataset
URL: Slides (Introduction to ML Algorithms course) https://www.knime.com/form/material-download-registration

Nodes

• Normalizer3 ×
• Reference Column Filter3 ×
• Rule Engine3 ×
• Column Auto Type Cast2 ×
• Column Filter2 ×
• Show all 18 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Javasnippet
• FeatureKNIME Statistics Nodes

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